Evidence map›Paper›PMID 41004580›Full record

ArticleScience advances2025

Laser speckle particle sizer (SPARSE) informs the size distribution of tissue granularities.

Zeinab Hajjarian, Nichaluk Leartprapun, Ziqian Zeng, Seemantini K Nadkarni

Abstract read
In one paragraph

Article in Science advances, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Zeinab HajjarianWellman Center for Photomedicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114 USA.ORCID 0000-0003-1429-4786
Nichaluk LeartprapunWellman Center for Photomedicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114 USA.ORCID 0000-0002-3848-9695
Ziqian ZengWellman Center for Photomedicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114 USA.ORCID 0000-0001-5300-6906
Seemantini K NadkarniWellman Center for Photomedicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114 USA.ORCID 0000-0003-2726-5765

Funding

Integrated Coagulation Sensing to Predict Hemorrhage and Guide TransfusionsR01HL142272 · NHLBI · MASSACHUSETTS GENERAL HOSPITAL · PI Christoph Gunther Stanislaw Nabzdyk, Seemantini K Nadkarni · 2018 to 2026
$4.6M
Blood Coagulation Monitoring at the Point of CareR01HL119867 · NHLBI · MASSACHUSETTS GENERAL HOSPITAL · PI NADKARNI, SEEMANTINI K · 2014 to 2018
$2.2M
An optical approach to 3-dimensional micro-mechanical imaging of the extra-cellular matrix (ECM)R21EB028951 · NIBIB · UNIVERSITY OF MASSACHUSETTS LOWELL · PI HAJJARIAN, ZEINAB · 2021 to 2023
$649k
NHLBI NIH HHS R01 HL119867NHLBI NIH HHS R01 HL142272NIBIB NIH HHS R21 EB028951
6 · The paper itself

Abstract

Tissues and biomaterials are composed of particles, including cells, nuclei, organelles, protein aggregates, lipid vesicles, and fibers. The size distribution of tissue particles and granularities is altered in various pathologies. These granularities span a wide range from nano- to micrometer scale, posing a unique challenge in quantifying the continuum of particles sizes in intact tissue. We introduce laser Speckle PARticle SizEr (SPARSE), a noncontact optical technique that enables particle sizing over 10 nanometer-to-10 micrometer range, through analyzing the spatiotemporal attributes of polarized laser speckle, back-scattered from biofluids and tissues. We demonstrate that SPARSE effectively quantifies the average particle sizes in milk, blood, and intact tissue without a prior knowledge of particles' refractive indices or concentrations. Through beam scanning, particle size distribution is mapped in benign and malignant breast tissues with high resolution (~100 micrometer), mirroring histopathological microstructures. By enabling particle sizing in intact biomaterials and tissues, SPARSE holds broad potential for applications across nanomedicine, diagnostics, and biotechnology.

Indexed as

LasersParticle SizeAnimalsBreast NeoplasmsFemaleHumans

Identifiers

PMID41004580
PMCPMC13155485

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.